He stared at the departures board, the digital numbers mocking him. Flight 427, to Chicago. Delayed. Again. He gripped his boarding pass, the paper crinkling under the pressure of his hand. His grandfather. His last living grandparent. And he would likely miss the chance to say goodbye.

A vein throbbed in his temple. He needed to get out of this suffocating place, this steel and glass prison. He needed air. He shoved his way through the throng of weary travelers, the scent of stale coffee and desperation thick in the air.

He found an empty bench outside, and sat, his chest heaving. The cool air did little to calm the fire within. He pulled out his phone, his thumb hovering over the dial pad. He couldn’t bring himself to call his mother. He couldn't face the sound of her voice, the news he was dreading.

Emotion: enraged

Cluster: Anger / Hostility
PC1 (Valence): -2.14 Negative
PC2 (Disposition): 1.33

Role in Research

This story is one of 1,000 stories generated for the emotion enraged. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 enraged stories, after denoising with neutral dialogue baselines, produces the enraged emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the enraged vector is projected through the unembedding matrix.

Promoted:
C0.555
est0.370
aggravated0.362
0.359
🤬0.345
Suppressed:
a-0.468
de-0.358
la-0.312
latter-0.287
☺️-0.285